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Discord Community

Field notes from the world of data extraction.

Articles, interviews and analysis on how data is gathered, used and fought over — written by the people closest to it.

Web traffic is splintering into access lanes
Use case

Web traffic is splintering into access lanes

Explore how AI agents are reshaping web traffic into hostile, negotiated, and invited access lanes. Learn what this means for bots, scraping, and the future of data access.

Theresia Tanzil·5 min read·April 21, 2026
How online retailers use web data to compete on price, promotion, and availability

How online retailers use web data to compete on price, promotion, and availability

Discover how retailers leverage web data to optimize pricing, track competitor stock, detect trends, and improve sales performance.

Theresia Tanzil·5 min read·April 20, 2026
K1
How To

The recipe for a request: Scaling data extraction through investigation

Learn how an investigative mindset helps scale data extraction from single requests to millions daily by building resilient, efficient scraping systems.

Kieron Spearing·5 min read·April 16, 2026
Automation drives power in the data arms race
Use case

Automation drives power in the data arms race

Anti-bot systems now evolve in minutes, not weeks. Discover why automated, self-healing scraping systems are essential to survive the 2026 data arms race and how to adapt.

Theresia Tanzil·5 min read·April 14, 2026
How web data turns e-commerce listings into retail intelligence
Use case

How web data turns e-commerce listings into retail intelligence

Discover how web data enables digital shelf analytics vendors to track prices, availability, and product trends at scale—fueling real-time retail intelligence and competitive advantage.

Theresia Tanzil·5 min read·April 13, 2026
The seven habits of highly effective data teams

The seven habits of highly effective data teams

Discover the seven habits that set high-performing data teams apart—from treating data as a product to ensuring data trust, quality, and decision impact. Learn how leading teams scale reliable data systems.

Robert Andrews·5 min read·April 10, 2026
Dawn of the autonomous data pipeline
Use case

Dawn of the autonomous data pipeline

Discover how autonomous, agent-driven data pipelines are transforming web scraping in 2026, enabling self-healing systems, API discovery, and end-to-end automation.

Theresia Tanzil·5 min read·April 7, 2026
Are programming practices relevant anymore?
Use case

Are programming practices relevant anymore?

From LLM-powered extraction to agentic pipelines, here's how AI is reshaping every stage of the web scraping workflow in 2026 -- and what it means for your stack.

Mikhail Korobov·5 min read·April 7, 2026
AI is the new engine for web scraping
Use case

AI is the new engine for web scraping

From LLM-powered extraction to agentic pipelines, here's how AI is reshaping every stage of the web scraping workflow in 2026 -- and what it means for your stack.

Theresia Tanzil·5 min read·March 31, 2026
Super-powers, toll booths and the new era of data collection

Super-powers, toll booths and the new era of data collection

Explore how AI is transforming web scraping, the rise of advanced anti-bot systems, and what the future holds for data collection in an increasingly controlled internet.

Fabien Vauchelles·5 min read·March 30, 2026
Is your AI coding assistant stuck in the past?

Is your AI coding assistant stuck in the past?

AI coding tools like Copilot can suggest outdated code and practices. Learn why this happens and how developers can ensure they use the latest standards.

Theresia Tanzil·5 min read·March 27, 2026
Data outcomes are top of the scraping stack

Data outcomes are top of the scraping stack

By 2026, scraping shifts from proxy management to API-first data outcomes. Learn why unified scraping APIs are replacing traditional stacks.

Theresia Tanzil·7 min read·March 25, 2026
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